{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T01:38:51.586Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","repo":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":7578785364,"readinessCheckedAt":"2026-11-02T01:14:53.992Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":7578785364,"readinessCheckedAt":"2026-11-02T01:14:53.992Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","owner":"AutomatosX","name":"AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","repo":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","type":"embedding","summary":"Model from Hugging Face for feature extraction: AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit · mlx","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity","tag:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen3-Embedding-8B"},{"field":"tags","value":"sentence-similarity"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen3-Embedding-8B","field":"baseModel"}],"parameters":null,"size":{"bytes":7579238166,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AutomatosX","sourceUrl":"https://huggingface.co/AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","mlx","safetensors","qwen3","apple-silicon","quantized","mixed-precision","axquant","axq","development","8bit","8-bit","v2","embedding","sentence-similarity","feature-extraction","base_model:qwen/qwen3-embedding-8b","base_model:quantized:qwen/qwen3-embedding-8b","license:apache-2.0","6-bit","region:us"],"task":"feature-extraction","modality":"text","framework":"mlx","formats":["mlx","gitattributes","md","json","jinja","safetensors"],"baseModel":"Qwen/Qwen3-Embedding-8B","derivedFrom":"Qwen/Qwen3-Embedding-8B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen3-Embedding-8B","languages":[],"sourceUrl":"https://huggingface.co/AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","evalResults":[],"libraryName":"mlx","pipelineTag":"feature-extraction","cardDataKeys":["base_model","base_model_relation","library_name","license","pipeline_tag","tags"],"semanticText":"feature-extraction mlx embedding model qwen/qwen3-embedding-8b safetensors sentence-similarity base_model:qwen/qwen3-embedding-8b base_model:quantized:qwen/qwen3-embedding-8b","semanticTerms":["feature-extraction","mlx","embedding","model","qwen/qwen3-embedding-8b","safetensors","sentence-similarity","base_model:qwen/qwen3-embedding-8b","base_model:quantized:qwen/qwen3-embedding-8b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":7765},{"lfs":false,"path":"axquant_manifest.json","sizeBytes":5498},{"lfs":false,"path":"axquant_plan.json","sizeBytes":374628},{"lfs":false,"path":"axquant_quantizer_execution.json","sizeBytes":61713},{"lfs":false,"path":"axquant_runtime.json","sizeBytes":1628},{"lfs":false,"path":"chat_template.jinja","sizeBytes":2427},{"lfs":false,"path":"config.json","sizeBytes":70364},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":5348725636},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":2218485940},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":77524},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422943},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":413}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":7579238166,"sizeKnown":true,"sizeLabel":"7.1 GB","sizeReason":"","declaredSizeBytes":7579238166,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":395,"stars":0,"citations":0,"updatedAt":"2026-09-23T02:39:26.526Z","createdAt":"2026-09-23T02:17:58.785Z","version":"hf-main","upstream":{"gated":false,"repoId":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","private":false,"repoUrl":"https://huggingface.co/AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","disabled":false,"provider":"huggingface","repoType":"model","revision":"10854555717aa09e74c6e1b083004b399b58691e","fetchedAt":"2026-09-23T02:17:58.783Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T02:39:26.526Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":8,"mirroredBytes":7578785364,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_d39713966ac77aa84365e2caed375b566c57b146843a4b8aeaaee9bf0332c992","artifactId":"hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","representationId":"rep-4113f8b64a2250619ba3855e921fb65b31298a0f341f4518ffe4ee5457f04e10","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4113f8b64a2250619ba3855e921fb65b31298a0f341f4518ffe4ee5457f04e10","artifactId":"hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","format":"mlx","source":{"provider":"huggingface","identity":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","revision":"10854555717aa09e74c6e1b083004b399b58691e","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":2427,"sha256":"sha256:44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3130f0f5284ce3b3cf0910647ab65c7b0aa288cf7f383100b9cc62894953ea69"},{"path":"config.json","role":"config","sizeBytes":70364,"sha256":"sha256:76864d41267cd6b025d5b38e993c118f77994e3835e18f78e38ccab603316b0e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:350d917e2f90fe593870941f3ca858ac1e584d8a2b8182adadca87f1992044ed"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b8b0fb4e19a1c57948c848fc04ef2f48f0c95dbf2706ffee0a1e13e6e12eded6"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":5348725636,"sha256":"sha256:07343d414be0fbfa169603ca1de3bdff5c1b67c0ac34f30e4dcbc9345a574bcd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:15722051e872c8b65d08fe2aed3e74ea66d4fa1d8fda30a82677878e8d9db0bd"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":2218485940,"sha256":"sha256:bb83bc8fc18b8f28086e6ed28a12c5881fa152a30d795ce4582bdb837686c6f5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db6cb8ad844b3d0a9f1795d863fb81ab28f6e48ea36fbdf0a238b6a85ae778a8"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":77524,"sha256":"sha256:b7b98fafb8dff2b031f6ce4d77a835b17c117590ca2a32f83e8bca39e22a9ec6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f827d4ce4a2a1a1108b0c7f0f273f57d47077ace21c6885ad28dfa33181f5cce"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422943,"sha256":"sha256:31f82e8f8c173bff1b34626d065393d33938f6d27a7448cfb706bbf9d3c0e651","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a07f1d1b2e2bc65d91aa0e13e7f54e2cb5617cdba2792c6bbf07e4ccfdf81016"},{"path":"tokenizer_config.json","role":"config","sizeBytes":413,"sha256":"sha256:d93ac1a2c7adb9ad022f354d822f1f0f57e32e62ef2989e902782d6ab896acfe","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:df6c759278b57be656327ae8f7cfc6d6a2a2c6f32584d3e9ee00b6a0d253fa8f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:9e0d2e404f29f39ff7159bd4f4c66f446b629486f45f0265496566f8309baed3","representationDigest":"sha256:13ff433632225fd658d272d918ece2b2c05e8cfdca49e5302a55fe9f26bff8c2","evidenceSnapshotDigest":"sha256:e57fcaac61238ef191ad121be61f7918d6fcbb3794d4e17070916ce47811413b","evaluatedAt":"2026-09-23T02:39:26.877Z","authorityVersion":"sha256:dfd8fdffe9397faea3b8e5c91d50ddae21e40c7b8fceee1abad5eaa41f5386fe","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T01:14:53.992Z","evidence_url":"/api/manifests/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit"}},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":8,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":7579238166,"label":"7.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":395,"upstreamStars":0,"label":"395 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T01:14:53.992Z","evidence_url":"/api/manifests/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":6,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/distribution"},"supportedClaims":["AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit has 0 self-reported, unqualified Hugging Bay community reviews.","AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit has 0 self-reported run claims; none qualify verification during limited availability.","AutomatosX/AX-Qwen3-Embedding-8B-MLX-AXQ-8bit has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-automatosx-ax-qwen3-embedding-8b-mlx-axq-8bit/agent-bundle"}},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}